Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 4930 |
| Missing cells | 5940 |
| Missing cells (%) | 4.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 283.0 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 1 |
Date has a high cardinality: 4930 distinct values | High cardinality |
Rainfall_Gallicano is highly correlated with Rainfall_Calavorno and 1 other fields | High correlation |
Rainfall_Borgo_a_Mozzano is highly correlated with Rainfall_Calavorno and 1 other fields | High correlation |
Rainfall_Calavorno is highly correlated with Rainfall_Gallicano and 2 other fields | High correlation |
Rainfall_Fabbriche_di_Vallico is highly correlated with Rainfall_Gallicano and 2 other fields | High correlation |
Temperature_Orentano is highly correlated with Temperature_Monte_Serra and 1 other fields | High correlation |
Temperature_Monte_Serra is highly correlated with Temperature_Orentano and 1 other fields | High correlation |
Temperature_Lucca_Orto_Botanico is highly correlated with Temperature_Orentano and 1 other fields | High correlation |
Rainfall_Piaggione has 365 (7.4%) missing values | Missing |
Depth_to_Groundwater_LT2 has 493 (10.0%) missing values | Missing |
Depth_to_Groundwater_SAL has 385 (7.8%) missing values | Missing |
Depth_to_Groundwater_PAG has 1123 (22.8%) missing values | Missing |
Depth_to_Groundwater_CoS has 801 (16.2%) missing values | Missing |
Depth_to_Groundwater_DIEC has 1660 (33.7%) missing values | Missing |
Hydrometry_Monte_S_Quirico has 91 (1.8%) missing values | Missing |
Hydrometry_Piaggione has 1016 (20.6%) missing values | Missing |
df_index is uniformly distributed | Uniform |
Date is uniformly distributed | Uniform |
df_index has unique values | Unique |
Date has unique values | Unique |
Rainfall_Gallicano has 2981 (60.5%) zeros | Zeros |
Rainfall_Pontetetto has 3102 (62.9%) zeros | Zeros |
Rainfall_Monte_Serra has 2919 (59.2%) zeros | Zeros |
Rainfall_Orentano has 2962 (60.1%) zeros | Zeros |
Rainfall_Borgo_a_Mozzano has 3102 (62.9%) zeros | Zeros |
Rainfall_Piaggione has 2956 (60.0%) zeros | Zeros |
Rainfall_Calavorno has 2870 (58.2%) zeros | Zeros |
Rainfall_Croce_Arcana has 3021 (61.3%) zeros | Zeros |
Rainfall_Tereglio_Coreglia_Antelminelli has 2919 (59.2%) zeros | Zeros |
Rainfall_Fabbriche_di_Vallico has 2810 (57.0%) zeros | Zeros |
Temperature_Monte_Serra has 91 (1.8%) zeros | Zeros |
Temperature_Ponte_a_Moriano has 1480 (30.0%) zeros | Zeros |
Volume_CSA has 2557 (51.9%) zeros | Zeros |
Volume_CSAL has 2557 (51.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-01-08 17:28:10.847124 |
|---|---|
| Analysis finished | 2021-01-08 17:30:31.254711 |
| Duration | 2 minutes and 20.41 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 4930 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5688.5 |
|---|---|
| Minimum | 3224 |
| Maximum | 8153 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 3224 |
|---|---|
| 5-th percentile | 3470.45 |
| Q1 | 4456.25 |
| median | 5688.5 |
| Q3 | 6920.75 |
| 95-th percentile | 7906.55 |
| Maximum | 8153 |
| Range | 4929 |
| Interquartile range (IQR) | 2464.5 |
Descriptive statistics
| Standard deviation | 1423.312744 |
|---|---|
| Coefficient of variation (CV) | 0.2502087974 |
| Kurtosis | -1.2 |
| Mean | 5688.5 |
| Median Absolute Deviation (MAD) | 1232.5 |
| Skewness | 0 |
| Sum | 28044305 |
| Variance | 2025819.167 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) |
| 4098 | 1 | < 0.1% |
| 7629 | 1 | < 0.1% |
| 3543 | 1 | < 0.1% |
| 7637 | 1 | < 0.1% |
| 5588 | 1 | < 0.1% |
| 3539 | 1 | < 0.1% |
| 7633 | 1 | < 0.1% |
| 5584 | 1 | < 0.1% |
| 3535 | 1 | < 0.1% |
| 5580 | 1 | < 0.1% |
| Other values (4920) | 4920 |
| Value | Count | Frequency (%) |
| 3224 | 1 | |
| 3225 | 1 | |
| 3226 | 1 | |
| 3227 | 1 | |
| 3228 | 1 | |
| 3229 | 1 | |
| 3230 | 1 | |
| 3231 | 1 | |
| 3232 | 1 | |
| 3233 | 1 |
| Value | Count | Frequency (%) |
| 8153 | 1 | |
| 8152 | 1 | |
| 8151 | 1 | |
| 8150 | 1 | |
| 8149 | 1 | |
| 8148 | 1 | |
| 8147 | 1 | |
| 8146 | 1 | |
| 8145 | 1 | |
| 8144 | 1 |
| Distinct | 4930 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 322.7 KiB |
| 06/01/2018 | 1 |
|---|---|
| 17/09/2019 | 1 |
| 02/11/2011 | 1 |
| 19/11/2008 | 1 |
| 02/12/2013 | 1 |
| Other values (4925) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 49300 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4930 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 01/01/2007 |
|---|---|
| 2nd row | 02/01/2007 |
| 3rd row | 03/01/2007 |
| 4th row | 04/01/2007 |
| 5th row | 05/01/2007 |
| Value | Count | Frequency (%) |
| 06/01/2018 | 1 | < 0.1% |
| 17/09/2019 | 1 | < 0.1% |
| 02/11/2011 | 1 | < 0.1% |
| 19/11/2008 | 1 | < 0.1% |
| 02/12/2013 | 1 | < 0.1% |
| 21/05/2009 | 1 | < 0.1% |
| 25/12/2019 | 1 | < 0.1% |
| 19/10/2015 | 1 | < 0.1% |
| 26/09/2017 | 1 | < 0.1% |
| 18/01/2013 | 1 | < 0.1% |
| Other values (4920) | 4920 |
| Value | Count | Frequency (%) |
| 06/01/2018 | 1 | < 0.1% |
| 17/09/2019 | 1 | < 0.1% |
| 02/11/2011 | 1 | < 0.1% |
| 19/11/2008 | 1 | < 0.1% |
| 02/12/2013 | 1 | < 0.1% |
| 21/05/2009 | 1 | < 0.1% |
| 25/12/2019 | 1 | < 0.1% |
| 19/10/2015 | 1 | < 0.1% |
| 26/09/2017 | 1 | < 0.1% |
| 18/01/2013 | 1 | < 0.1% |
| Other values (4920) | 4920 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12640 | |
| / | 9860 | |
| 2 | 8373 | |
| 1 | 8237 | |
| 8 | 1620 | 3.3% |
| 7 | 1619 | 3.3% |
| 9 | 1596 | 3.2% |
| 3 | 1527 | 3.1% |
| 5 | 1285 | 2.6% |
| 6 | 1272 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39440 | |
| Other Punctuation | 9860 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 12640 | |
| 2 | 8373 | |
| 1 | 8237 | |
| 8 | 1620 | 4.1% |
| 7 | 1619 | 4.1% |
| 9 | 1596 | 4.0% |
| 3 | 1527 | 3.9% |
| 5 | 1285 | 3.3% |
| 6 | 1272 | 3.2% |
| 4 | 1271 | 3.2% |
| Value | Count | Frequency (%) |
| / | 9860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49300 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 12640 | |
| / | 9860 | |
| 2 | 8373 | |
| 1 | 8237 | |
| 8 | 1620 | 3.3% |
| 7 | 1619 | 3.3% |
| 9 | 1596 | 3.2% |
| 3 | 1527 | 3.1% |
| 5 | 1285 | 2.6% |
| 6 | 1272 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49300 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 12640 | |
| / | 9860 | |
| 2 | 8373 | |
| 1 | 8237 | |
| 8 | 1620 | 3.3% |
| 7 | 1619 | 3.3% |
| 9 | 1596 | 3.2% |
| 3 | 1527 | 3.1% |
| 5 | 1285 | 2.6% |
| 6 | 1272 | 2.6% |
| Distinct | 307 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.036064909 |
|---|---|
| Minimum | 0 |
| Maximum | 318.8 |
| Zeros | 2981 |
| Zeros (%) | 60.5% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 29.91 |
| Maximum | 318.8 |
| Range | 318.8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 14.61110301 |
|---|---|
| Coefficient of variation (CV) | 2.901293623 |
| Kurtosis | 76.12073941 |
| Mean | 5.036064909 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.537086642 |
| Sum | 24827.8 |
| Variance | 213.484331 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 0.2 | 291 | 5.9% |
| 0.4 | 88 | 1.8% |
| 0.6 | 77 | 1.6% |
| 0.8 | 61 | 1.2% |
| 1.4 | 44 | 0.9% |
| 1.2 | 43 | 0.9% |
| 2.2 | 32 | 0.6% |
| 1 | 32 | 0.6% |
| 1.6 | 32 | 0.6% |
| Other values (297) | 1249 |
| Value | Count | Frequency (%) |
| 0 | 2981 | |
| 0.2 | 291 | 5.9% |
| 0.4 | 88 | 1.8% |
| 0.6 | 77 | 1.6% |
| 0.8 | 61 | 1.2% |
| 1 | 32 | 0.6% |
| 1.2 | 43 | 0.9% |
| 1.4 | 44 | 0.9% |
| 1.6 | 32 | 0.6% |
| 1.8 | 26 | 0.5% |
| Value | Count | Frequency (%) |
| 318.8 | 1 | |
| 212 | 1 | |
| 191.8 | 1 | |
| 161.6 | 1 | |
| 141.2 | 1 | |
| 137.8 | 1 | |
| 137 | 1 | |
| 134.8 | 1 | |
| 132 | 1 | |
| 129.2 | 1 |
| Distinct | 252 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.566612576 |
|---|---|
| Minimum | 0 |
| Maximum | 146.6 |
| Zeros | 3102 |
| Zeros (%) | 62.9% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.2 |
| 95-th percentile | 22.8 |
| Maximum | 146.6 |
| Range | 146.6 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 10.07735615 |
|---|---|
| Coefficient of variation (CV) | 2.825469808 |
| Kurtosis | 34.62466195 |
| Mean | 3.566612576 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920393489 |
| Sum | 17583.4 |
| Variance | 101.553107 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3102 | |
| 0.2 | 326 | 6.6% |
| 0.4 | 101 | 2.0% |
| 0.6 | 63 | 1.3% |
| 0.8 | 59 | 1.2% |
| 1.2 | 48 | 1.0% |
| 1.4 | 40 | 0.8% |
| 1 | 38 | 0.8% |
| 2.2 | 34 | 0.7% |
| 1.6 | 32 | 0.6% |
| Other values (242) | 1087 | 22.0% |
| Value | Count | Frequency (%) |
| 0 | 3102 | |
| 0.2 | 326 | 6.6% |
| 0.4 | 101 | 2.0% |
| 0.6 | 63 | 1.3% |
| 0.8 | 59 | 1.2% |
| 1 | 38 | 0.8% |
| 1.2 | 48 | 1.0% |
| 1.4 | 40 | 0.8% |
| 1.6 | 32 | 0.6% |
| 1.8 | 29 | 0.6% |
| Value | Count | Frequency (%) |
| 146.6 | 1 | |
| 119 | 1 | |
| 115.4 | 1 | |
| 114.6 | 1 | |
| 100.4 | 1 | |
| 93.8 | 1 | |
| 91.4 | 1 | |
| 85 | 1 | |
| 84.2 | 1 | |
| 84 | 1 |
| Distinct | 260 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 6 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.996506905 |
|---|---|
| Minimum | 0 |
| Maximum | 152.2 |
| Zeros | 2919 |
| Zeros (%) | 59.2% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.6 |
| 95-th percentile | 25 |
| Maximum | 152.2 |
| Range | 152.2 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 10.94423755 |
|---|---|
| Coefficient of variation (CV) | 2.738450805 |
| Kurtosis | 36.99867954 |
| Mean | 3.996506905 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.999244751 |
| Sum | 19678.8 |
| Variance | 119.7763356 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2919 | |
| 0.2 | 335 | 6.8% |
| 0.4 | 138 | 2.8% |
| 0.8 | 85 | 1.7% |
| 0.6 | 74 | 1.5% |
| 1 | 55 | 1.1% |
| 1.2 | 40 | 0.8% |
| 2 | 38 | 0.8% |
| 2.4 | 34 | 0.7% |
| 1.6 | 29 | 0.6% |
| Other values (250) | 1177 |
| Value | Count | Frequency (%) |
| 0 | 2919 | |
| 0.2 | 335 | 6.8% |
| 0.4 | 138 | 2.8% |
| 0.6 | 74 | 1.5% |
| 0.8 | 85 | 1.7% |
| 1 | 55 | 1.1% |
| 1.2 | 40 | 0.8% |
| 1.4 | 27 | 0.5% |
| 1.6 | 29 | 0.6% |
| 1.8 | 28 | 0.6% |
| Value | Count | Frequency (%) |
| 152.2 | 1 | |
| 134 | 2 | |
| 133 | 1 | |
| 120.2 | 1 | |
| 113 | 1 | |
| 108 | 1 | |
| 106 | 1 | |
| 104 | 1 | |
| 99 | 1 | |
| 82.4 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.196348884 |
|---|---|
| Minimum | 0 |
| Maximum | 108.8 |
| Zeros | 2962 |
| Zeros (%) | 60.1% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 20.6 |
| Maximum | 108.8 |
| Range | 108.8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 8.800379175 |
|---|---|
| Coefficient of variation (CV) | 2.753259889 |
| Kurtosis | 26.43026249 |
| Mean | 3.196348884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.454556154 |
| Sum | 15758 |
| Variance | 77.44667362 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2962 | |
| 0.2 | 471 | 9.6% |
| 0.4 | 123 | 2.5% |
| 0.6 | 71 | 1.4% |
| 1 | 57 | 1.2% |
| 0.8 | 48 | 1.0% |
| 1.4 | 43 | 0.9% |
| 1.2 | 36 | 0.7% |
| 2.4 | 29 | 0.6% |
| 2 | 29 | 0.6% |
| Other values (223) | 1061 | 21.5% |
| Value | Count | Frequency (%) |
| 0 | 2962 | |
| 0.2 | 471 | 9.6% |
| 0.4 | 123 | 2.5% |
| 0.6 | 71 | 1.4% |
| 0.8 | 48 | 1.0% |
| 1 | 57 | 1.2% |
| 1.2 | 36 | 0.7% |
| 1.4 | 43 | 0.9% |
| 1.6 | 27 | 0.5% |
| 1.8 | 25 | 0.5% |
| Value | Count | Frequency (%) |
| 108.8 | 1 | |
| 107.4 | 1 | |
| 91.4 | 1 | |
| 78.4 | 1 | |
| 74.8 | 1 | |
| 73 | 1 | |
| 72.2 | 1 | |
| 71 | 1 | |
| 68.6 | 1 | |
| 67 | 1 |
| Distinct | 292 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.659107505 |
|---|---|
| Minimum | 0 |
| Maximum | 176.6 |
| Zeros | 3102 |
| Zeros (%) | 62.9% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.8 |
| 95-th percentile | 28.8 |
| Maximum | 176.6 |
| Range | 176.6 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 12.98566227 |
|---|---|
| Coefficient of variation (CV) | 2.787156608 |
| Kurtosis | 37.74287771 |
| Mean | 4.659107505 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.142034053 |
| Sum | 22969.4 |
| Variance | 168.6274246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3102 | |
| 0.2 | 210 | 4.3% |
| 0.4 | 86 | 1.7% |
| 0.6 | 62 | 1.3% |
| 0.8 | 54 | 1.1% |
| 1 | 47 | 1.0% |
| 1.6 | 45 | 0.9% |
| 1.4 | 35 | 0.7% |
| 1.8 | 35 | 0.7% |
| 2.4 | 32 | 0.6% |
| Other values (282) | 1222 | 24.8% |
| Value | Count | Frequency (%) |
| 0 | 3102 | |
| 0.2 | 210 | 4.3% |
| 0.4 | 86 | 1.7% |
| 0.6 | 62 | 1.3% |
| 0.8 | 54 | 1.1% |
| 1 | 47 | 1.0% |
| 1.2 | 31 | 0.6% |
| 1.4 | 35 | 0.7% |
| 1.6 | 45 | 0.9% |
| 1.8 | 35 | 0.7% |
| Value | Count | Frequency (%) |
| 176.6 | 1 | |
| 165.8 | 1 | |
| 153.6 | 1 | |
| 138 | 1 | |
| 135.6 | 1 | |
| 133 | 1 | |
| 124.6 | 1 | |
| 119.2 | 1 | |
| 118.2 | 1 | |
| 118 | 1 |
| Distinct | 274 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 365 |
| Missing (%) | 7.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.018860898 |
|---|---|
| Minimum | 0 |
| Maximum | 140.8 |
| Zeros | 2956 |
| Zeros (%) | 60.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.6 |
| 95-th percentile | 25.76 |
| Maximum | 140.8 |
| Range | 140.8 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 10.94068609 |
|---|---|
| Coefficient of variation (CV) | 2.722335102 |
| Kurtosis | 28.69632944 |
| Mean | 4.018860898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.560029453 |
| Sum | 18346.1 |
| Variance | 119.6986122 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2956 | |
| 0.2 | 142 | 2.9% |
| 0.4 | 85 | 1.7% |
| 0.6 | 69 | 1.4% |
| 1.2 | 48 | 1.0% |
| 0.8 | 43 | 0.9% |
| 1 | 40 | 0.8% |
| 1.8 | 32 | 0.6% |
| 1.4 | 30 | 0.6% |
| 2 | 30 | 0.6% |
| Other values (264) | 1090 | 22.1% |
| (Missing) | 365 | 7.4% |
| Value | Count | Frequency (%) |
| 0 | 2956 | |
| 0.1 | 2 | < 0.1% |
| 0.2 | 142 | 2.9% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 85 | 1.7% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 69 | 1.4% |
| 0.8 | 43 | 0.9% |
| 0.9 | 1 | < 0.1% |
| 1 | 40 | 0.8% |
| Value | Count | Frequency (%) |
| 140.8 | 1 | |
| 123.8 | 1 | |
| 117.2 | 1 | |
| 114.4 | 1 | |
| 103.6 | 1 | |
| 99.6 | 1 | |
| 98.4 | 2 | |
| 89.6 | 1 | |
| 84.4 | 1 | |
| 81 | 1 |
| Distinct | 291 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.651643002 |
|---|---|
| Minimum | 0 |
| Maximum | 209 |
| Zeros | 2870 |
| Zeros (%) | 58.2% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 28.2 |
| Maximum | 209 |
| Range | 209 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 12.62829533 |
|---|---|
| Coefficient of variation (CV) | 2.714803205 |
| Kurtosis | 35.93815937 |
| Mean | 4.651643002 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.860675052 |
| Sum | 22932.6 |
| Variance | 159.4738429 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2870 | |
| 0.2 | 384 | 7.8% |
| 0.4 | 113 | 2.3% |
| 0.6 | 71 | 1.4% |
| 0.8 | 56 | 1.1% |
| 1 | 42 | 0.9% |
| 1.8 | 35 | 0.7% |
| 1.2 | 33 | 0.7% |
| 1.6 | 33 | 0.7% |
| 1.4 | 33 | 0.7% |
| Other values (281) | 1260 |
| Value | Count | Frequency (%) |
| 0 | 2870 | |
| 0.2 | 384 | 7.8% |
| 0.4 | 113 | 2.3% |
| 0.6 | 71 | 1.4% |
| 0.8 | 56 | 1.1% |
| 1 | 42 | 0.9% |
| 1.2 | 33 | 0.7% |
| 1.4 | 33 | 0.7% |
| 1.6 | 33 | 0.7% |
| 1.8 | 35 | 0.7% |
| Value | Count | Frequency (%) |
| 209 | 1 | |
| 155.8 | 1 | |
| 127 | 1 | |
| 123 | 1 | |
| 110.6 | 1 | |
| 109.8 | 1 | |
| 103 | 1 | |
| 100 | 1 | |
| 97 | 1 | |
| 96.8 | 1 |
| Distinct | 208 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.852089249 |
|---|---|
| Minimum | 0 |
| Maximum | 285 |
| Zeros | 3021 |
| Zeros (%) | 61.3% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.2 |
| 95-th percentile | 16 |
| Maximum | 285 |
| Range | 285 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 9.170555255 |
|---|---|
| Coefficient of variation (CV) | 3.215381586 |
| Kurtosis | 215.595831 |
| Mean | 2.852089249 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.25192234 |
| Sum | 14060.8 |
| Variance | 84.09908368 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 0.2 | 247 | 5.0% |
| 0.4 | 113 | 2.3% |
| 0.6 | 97 | 2.0% |
| 0.8 | 83 | 1.7% |
| 1 | 82 | 1.7% |
| 1.2 | 55 | 1.1% |
| 2 | 46 | 0.9% |
| 1.6 | 45 | 0.9% |
| 1.8 | 42 | 0.9% |
| Other values (198) | 1099 | 22.3% |
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 0.2 | 247 | 5.0% |
| 0.4 | 113 | 2.3% |
| 0.6 | 97 | 2.0% |
| 0.8 | 83 | 1.7% |
| 1 | 82 | 1.7% |
| 1.2 | 55 | 1.1% |
| 1.4 | 40 | 0.8% |
| 1.6 | 45 | 0.9% |
| 1.8 | 42 | 0.9% |
| Value | Count | Frequency (%) |
| 285 | 1 | |
| 127 | 1 | |
| 116.6 | 1 | |
| 115.4 | 1 | |
| 112.6 | 1 | |
| 98 | 1 | |
| 93.6 | 1 | |
| 84.4 | 1 | |
| 74 | 1 | |
| 69.6 | 1 |
| Distinct | 276 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.270263692 |
|---|---|
| Minimum | 0 |
| Maximum | 147.2 |
| Zeros | 2919 |
| Zeros (%) | 59.2% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.2 |
| 95-th percentile | 25.71 |
| Maximum | 147.2 |
| Range | 147.2 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 11.33314388 |
|---|---|
| Coefficient of variation (CV) | 2.653968162 |
| Kurtosis | 32.89615317 |
| Mean | 4.270263692 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.780640963 |
| Sum | 21052.4 |
| Variance | 128.4401503 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2919 | |
| 0.2 | 307 | 6.2% |
| 0.4 | 92 | 1.9% |
| 0.6 | 78 | 1.6% |
| 0.8 | 59 | 1.2% |
| 1.2 | 44 | 0.9% |
| 1.4 | 44 | 0.9% |
| 1 | 42 | 0.9% |
| 1.6 | 39 | 0.8% |
| 1.8 | 38 | 0.8% |
| Other values (266) | 1268 |
| Value | Count | Frequency (%) |
| 0 | 2919 | |
| 0.2 | 307 | 6.2% |
| 0.4 | 92 | 1.9% |
| 0.6 | 78 | 1.6% |
| 0.8 | 59 | 1.2% |
| 1 | 42 | 0.9% |
| 1.2 | 44 | 0.9% |
| 1.4 | 44 | 0.9% |
| 1.6 | 39 | 0.8% |
| 1.8 | 38 | 0.8% |
| Value | Count | Frequency (%) |
| 147.2 | 1 | |
| 147 | 1 | |
| 126.8 | 1 | |
| 123 | 1 | |
| 121.8 | 1 | |
| 106.4 | 1 | |
| 100.2 | 1 | |
| 98.8 | 1 | |
| 97.4 | 1 | |
| 96.8 | 1 |
| Distinct | 338 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.018701826 |
|---|---|
| Minimum | 0 |
| Maximum | 197 |
| Zeros | 2810 |
| Zeros (%) | 57.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 35.6 |
| Maximum | 197 |
| Range | 197 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 16.51694222 |
|---|---|
| Coefficient of variation (CV) | 2.744269894 |
| Kurtosis | 32.42213377 |
| Mean | 6.018701826 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.919805364 |
| Sum | 29672.2 |
| Variance | 272.8093803 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 0.2 | 310 | 6.3% |
| 0.4 | 113 | 2.3% |
| 0.6 | 69 | 1.4% |
| 0.8 | 55 | 1.1% |
| 1 | 49 | 1.0% |
| 1.2 | 45 | 0.9% |
| 1.6 | 44 | 0.9% |
| 1.8 | 37 | 0.8% |
| 1.4 | 37 | 0.8% |
| Other values (328) | 1361 |
| Value | Count | Frequency (%) |
| 0 | 2810 | |
| 0.2 | 310 | 6.3% |
| 0.4 | 113 | 2.3% |
| 0.6 | 69 | 1.4% |
| 0.8 | 55 | 1.1% |
| 1 | 49 | 1.0% |
| 1.2 | 45 | 0.9% |
| 1.4 | 37 | 0.8% |
| 1.6 | 44 | 0.9% |
| 1.8 | 37 | 0.8% |
| Value | Count | Frequency (%) |
| 197 | 1 | |
| 180.6 | 1 | |
| 175.2 | 1 | |
| 172.6 | 1 | |
| 172.2 | 1 | |
| 163.8 | 1 | |
| 160.6 | 1 | |
| 159.4 | 1 | |
| 154.6 | 1 | |
| 151.8 | 1 |
| Distinct | 342 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 493 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.24447374 |
|---|---|
| Minimum | -15.1 |
| Maximum | 0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -15.1 |
|---|---|
| 5-th percentile | -14.92 |
| Q1 | -14.08 |
| median | -12.94 |
| Q3 | -12.49 |
| 95-th percentile | -12.02 |
| Maximum | 0 |
| Range | 15.1 |
| Interquartile range (IQR) | 1.59 |
Descriptive statistics
| Standard deviation | 0.9724866679 |
|---|---|
| Coefficient of variation (CV) | -0.07342584437 |
| Kurtosis | 14.16896324 |
| Mean | -13.24447374 |
| Median Absolute Deviation (MAD) | 0.62 |
| Skewness | 0.7049316047 |
| Sum | -58765.73 |
| Variance | 0.9457303192 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.95 | 51 | 1.0% |
| -12.69 | 46 | 0.9% |
| -12.48 | 42 | 0.9% |
| -12.31 | 41 | 0.8% |
| -12.79 | 39 | 0.8% |
| -12.94 | 39 | 0.8% |
| -12.81 | 38 | 0.8% |
| -12.25 | 36 | 0.7% |
| -12.41 | 33 | 0.7% |
| -12.3 | 33 | 0.7% |
| Other values (332) | 4039 | |
| (Missing) | 493 | 10.0% |
| Value | Count | Frequency (%) |
| -15.1 | 2 | < 0.1% |
| -15.09 | 2 | < 0.1% |
| -15.08 | 2 | < 0.1% |
| -15.07 | 2 | < 0.1% |
| -15.06 | 4 | 0.1% |
| -15.05 | 8 | |
| -15.04 | 7 | |
| -15.03 | 10 | |
| -15.02 | 13 | |
| -15.01 | 9 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| -11.66 | 1 | < 0.1% |
| -11.68 | 1 | < 0.1% |
| -11.72 | 2 | < 0.1% |
| -11.73 | 1 | < 0.1% |
| -11.74 | 1 | < 0.1% |
| -11.75 | 1 | < 0.1% |
| -11.76 | 4 | |
| -11.77 | 5 | |
| -11.78 | 5 |
| Distinct | 312 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 385 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.651273927 |
|---|---|
| Minimum | -7 |
| Maximum | 0 |
| Zeros | 10 |
| Zeros (%) | 0.2% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -7 |
|---|---|
| 5-th percentile | -6.65 |
| Q1 | -6.04 |
| median | -5.68 |
| Q3 | -5.3 |
| 95-th percentile | -4.59 |
| Maximum | 0 |
| Range | 7 |
| Interquartile range (IQR) | 0.74 |
Descriptive statistics
| Standard deviation | 0.6429393953 |
|---|---|
| Coefficient of variation (CV) | -0.1137689313 |
| Kurtosis | 12.27189291 |
| Mean | -5.651273927 |
| Median Absolute Deviation (MAD) | 0.37 |
| Skewness | 1.69000531 |
| Sum | -25685.04 |
| Variance | 0.413371066 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.65 | 49 | 1.0% |
| -5.71 | 45 | 0.9% |
| -5.43 | 44 | 0.9% |
| -5.76 | 43 | 0.9% |
| -6 | 42 | 0.9% |
| -5.54 | 40 | 0.8% |
| -5.63 | 40 | 0.8% |
| -5.57 | 40 | 0.8% |
| -5.72 | 39 | 0.8% |
| -5.69 | 39 | 0.8% |
| Other values (302) | 4124 | |
| (Missing) | 385 | 7.8% |
| Value | Count | Frequency (%) |
| -7 | 1 | < 0.1% |
| -6.99 | 1 | < 0.1% |
| -6.98 | 2 | |
| -6.97 | 1 | < 0.1% |
| -6.96 | 3 | |
| -6.95 | 2 | |
| -6.94 | 1 | < 0.1% |
| -6.93 | 4 | |
| -6.92 | 2 | |
| -6.91 | 2 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| -3.38 | 1 | < 0.1% |
| -3.75 | 3 | 0.1% |
| -3.78 | 2 | < 0.1% |
| -3.79 | 2 | < 0.1% |
| -3.8 | 1 | < 0.1% |
| -3.85 | 1 | < 0.1% |
| -3.86 | 1 | < 0.1% |
| -3.87 | 2 | < 0.1% |
| -3.91 | 1 | < 0.1% |
| Distinct | 298 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 1123 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.98630155 |
|---|---|
| Minimum | -3.38 |
| Maximum | -0.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -3.38 |
|---|---|
| 5-th percentile | -2.98 |
| Q1 | -2.55 |
| median | -1.97 |
| Q3 | -1.51 |
| 95-th percentile | -0.89 |
| Maximum | -0.09 |
| Range | 3.29 |
| Interquartile range (IQR) | 1.04 |
Descriptive statistics
| Standard deviation | 0.6656920914 |
|---|---|
| Coefficient of variation (CV) | -0.3351415053 |
| Kurtosis | -0.8412274527 |
| Mean | -1.98630155 |
| Median Absolute Deviation (MAD) | 0.52 |
| Skewness | 0.09889902475 |
| Sum | -7561.85 |
| Variance | 0.4431459605 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.77 | 30 | 0.6% |
| -1.82 | 29 | 0.6% |
| -1.76 | 29 | 0.6% |
| -2.9 | 28 | 0.6% |
| -2 | 28 | 0.6% |
| -1.67 | 27 | 0.5% |
| -1.75 | 27 | 0.5% |
| -1.87 | 27 | 0.5% |
| -1.74 | 27 | 0.5% |
| -1.66 | 26 | 0.5% |
| Other values (288) | 3529 | |
| (Missing) | 1123 | 22.8% |
| Value | Count | Frequency (%) |
| -3.38 | 2 | |
| -3.37 | 1 | < 0.1% |
| -3.35 | 1 | < 0.1% |
| -3.34 | 2 | |
| -3.33 | 1 | < 0.1% |
| -3.31 | 1 | < 0.1% |
| -3.3 | 4 | |
| -3.29 | 2 | |
| -3.28 | 4 | |
| -3.27 | 2 |
| Value | Count | Frequency (%) |
| -0.09 | 2 | |
| -0.24 | 1 | < 0.1% |
| -0.3 | 2 | |
| -0.35 | 1 | < 0.1% |
| -0.36 | 1 | < 0.1% |
| -0.38 | 1 | < 0.1% |
| -0.42 | 1 | < 0.1% |
| -0.43 | 3 | |
| -0.44 | 1 | < 0.1% |
| -0.47 | 2 |
| Distinct | 531 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 801 |
| Missing (%) | 16.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.273703076 |
|---|---|
| Minimum | -9.57 |
| Maximum | 0 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -9.57 |
|---|---|
| 5-th percentile | -8.68 |
| Q1 | -7.43 |
| median | -6.11 |
| Q3 | -5.06 |
| 95-th percentile | -4.42 |
| Maximum | 0 |
| Range | 9.57 |
| Interquartile range (IQR) | 2.37 |
Descriptive statistics
| Standard deviation | 1.390210625 |
|---|---|
| Coefficient of variation (CV) | -0.2215933091 |
| Kurtosis | -0.7593803834 |
| Mean | -6.273703076 |
| Median Absolute Deviation (MAD) | 1.16 |
| Skewness | -0.2297227203 |
| Sum | -25904.12 |
| Variance | 1.932685581 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -5.19 | 29 | 0.6% |
| -5.24 | 26 | 0.5% |
| -4.9 | 24 | 0.5% |
| -4.83 | 23 | 0.5% |
| -4.95 | 22 | 0.4% |
| -5.13 | 22 | 0.4% |
| -5.23 | 21 | 0.4% |
| -5.17 | 20 | 0.4% |
| -4.89 | 20 | 0.4% |
| -6.79 | 19 | 0.4% |
| Other values (521) | 3903 | |
| (Missing) | 801 | 16.2% |
| Value | Count | Frequency (%) |
| -9.57 | 1 | < 0.1% |
| -9.53 | 2 | |
| -9.49 | 1 | < 0.1% |
| -9.43 | 1 | < 0.1% |
| -9.39 | 1 | < 0.1% |
| -9.38 | 1 | < 0.1% |
| -9.37 | 1 | < 0.1% |
| -9.36 | 1 | < 0.1% |
| -9.35 | 1 | < 0.1% |
| -9.34 | 3 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| -3.95 | 1 | < 0.1% |
| -3.96 | 1 | < 0.1% |
| -4.04 | 2 | |
| -4.05 | 1 | < 0.1% |
| -4.07 | 1 | < 0.1% |
| -4.08 | 1 | < 0.1% |
| -4.09 | 2 | |
| -4.1 | 2 | |
| -4.11 | 1 | < 0.1% |
| Distinct | 328 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 1660 |
| Missing (%) | 33.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.918639144 |
|---|---|
| Minimum | -4.99 |
| Maximum | -1.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -4.99 |
|---|---|
| 5-th percentile | -4.7555 |
| Q1 | -4.43 |
| median | -4.06 |
| Q3 | -3.55 |
| 95-th percentile | -2.54 |
| Maximum | -1.03 |
| Range | 3.96 |
| Interquartile range (IQR) | 0.88 |
Descriptive statistics
| Standard deviation | 0.6817528746 |
|---|---|
| Coefficient of variation (CV) | -0.173976947 |
| Kurtosis | 1.005473235 |
| Mean | -3.918639144 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | 1.034598268 |
| Sum | -12813.95 |
| Variance | 0.464786982 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.42 | 39 | 0.8% |
| -4.41 | 37 | 0.8% |
| -4.69 | 34 | 0.7% |
| -4.35 | 32 | 0.6% |
| -4.68 | 30 | 0.6% |
| -4.67 | 29 | 0.6% |
| -4.11 | 28 | 0.6% |
| -4.24 | 28 | 0.6% |
| -4.64 | 27 | 0.5% |
| -4.47 | 27 | 0.5% |
| Other values (318) | 2959 | |
| (Missing) | 1660 |
| Value | Count | Frequency (%) |
| -4.99 | 7 | |
| -4.98 | 2 | < 0.1% |
| -4.97 | 3 | 0.1% |
| -4.96 | 2 | < 0.1% |
| -4.95 | 3 | 0.1% |
| -4.94 | 1 | < 0.1% |
| -4.93 | 3 | 0.1% |
| -4.92 | 6 | |
| -4.91 | 4 | |
| -4.9 | 9 |
| Value | Count | Frequency (%) |
| -1.03 | 1 | |
| -1.04 | 2 | |
| -1.16 | 1 | |
| -1.28 | 1 | |
| -1.29 | 1 | |
| -1.37 | 1 | |
| -1.41 | 1 | |
| -1.45 | 1 | |
| -1.49 | 1 | |
| -1.51 | 1 |
| Distinct | 587 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.04699797 |
|---|---|
| Minimum | -4.65 |
| Maximum | 30.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -4.65 |
|---|---|
| 5-th percentile | 4.1 |
| Q1 | 9.45 |
| median | 14.85 |
| Q3 | 20.8 |
| 95-th percentile | 25.9775 |
| Maximum | 30.95 |
| Range | 35.6 |
| Interquartile range (IQR) | 11.35 |
Descriptive statistics
| Standard deviation | 6.967564923 |
|---|---|
| Coefficient of variation (CV) | 0.4630534899 |
| Kurtosis | -0.9634126211 |
| Mean | 15.04699797 |
| Median Absolute Deviation (MAD) | 5.65 |
| Skewness | -0.02854381984 |
| Sum | 74181.7 |
| Variance | 48.54696096 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.85 | 22 | 0.4% |
| 9.15 | 22 | 0.4% |
| 14 | 20 | 0.4% |
| 23.35 | 19 | 0.4% |
| 19.7 | 19 | 0.4% |
| 19.95 | 18 | 0.4% |
| 10.7 | 18 | 0.4% |
| 16.95 | 18 | 0.4% |
| 11.95 | 18 | 0.4% |
| 19.25 | 18 | 0.4% |
| Other values (577) | 4738 |
| Value | Count | Frequency (%) |
| -4.65 | 1 | |
| -4.25 | 1 | |
| -4.05 | 1 | |
| -2.6 | 1 | |
| -2.25 | 1 | |
| -2 | 2 | |
| -1.85 | 1 | |
| -1.6 | 1 | |
| -1.3 | 1 | |
| -0.9 | 1 |
| Value | Count | Frequency (%) |
| 30.95 | 1 | |
| 30.7 | 1 | |
| 29.5 | 1 | |
| 29.45 | 1 | |
| 29.3 | 1 | |
| 29.25 | 1 | |
| 29.2 | 1 | |
| 29.15 | 2 | |
| 29.05 | 2 | |
| 28.95 | 1 |
| Distinct | 590 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.43960446 |
|---|---|
| Minimum | -7.85 |
| Maximum | 28.1 |
| Zeros | 91 |
| Zeros (%) | 1.8% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -7.85 |
|---|---|
| 5-th percentile | 0.6725 |
| Q1 | 6.2 |
| median | 11.125 |
| Q3 | 16.7 |
| 95-th percentile | 22.25 |
| Maximum | 28.1 |
| Range | 35.95 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 6.661711433 |
|---|---|
| Coefficient of variation (CV) | 0.5823375672 |
| Kurtosis | -0.8184388913 |
| Mean | 11.43960446 |
| Median Absolute Deviation (MAD) | 5.225 |
| Skewness | 0.07291928106 |
| Sum | 56397.25 |
| Variance | 44.37839921 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 91 | 1.8% |
| 5.8 | 23 | 0.5% |
| 7.85 | 22 | 0.4% |
| 5.4 | 22 | 0.4% |
| 6.9 | 22 | 0.4% |
| 6.95 | 21 | 0.4% |
| 8.3 | 21 | 0.4% |
| 6.6 | 20 | 0.4% |
| 8.6 | 20 | 0.4% |
| 11.05 | 20 | 0.4% |
| Other values (580) | 4648 |
| Value | Count | Frequency (%) |
| -7.85 | 1 | |
| -7.05 | 1 | |
| -7 | 1 | |
| -6.4 | 1 | |
| -5.85 | 1 | |
| -5.55 | 1 | |
| -4.85 | 1 | |
| -4.7 | 1 | |
| -4.6 | 1 | |
| -4.55 | 1 |
| Value | Count | Frequency (%) |
| 28.1 | 1 | |
| 27.85 | 1 | |
| 27.8 | 1 | |
| 27.65 | 1 | |
| 27.3 | 2 | |
| 27.25 | 1 | |
| 27.2 | 1 | |
| 27.05 | 1 | |
| 26.95 | 2 | |
| 26.85 | 1 |
| Distinct | 554 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.70851927 |
|---|---|
| Minimum | -2.85 |
| Maximum | 30.65 |
| Zeros | 1480 |
| Zeros (%) | 30.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -2.85 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10.7 |
| Q3 | 18.5 |
| 95-th percentile | 24.95 |
| Maximum | 30.65 |
| Range | 33.5 |
| Interquartile range (IQR) | 18.5 |
Descriptive statistics
| Standard deviation | 8.92320329 |
|---|---|
| Coefficient of variation (CV) | 0.83328078 |
| Kurtosis | -1.316235767 |
| Mean | 10.70851927 |
| Median Absolute Deviation (MAD) | 9.45 |
| Skewness | 0.1533542418 |
| Sum | 52793 |
| Variance | 79.62355695 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1480 | |
| 20 | 18 | 0.4% |
| 15.3 | 16 | 0.3% |
| 12 | 16 | 0.3% |
| 18.5 | 16 | 0.3% |
| 15.5 | 16 | 0.3% |
| 17.25 | 14 | 0.3% |
| 21.85 | 14 | 0.3% |
| 9.1 | 14 | 0.3% |
| 12.3 | 13 | 0.3% |
| Other values (544) | 3313 |
| Value | Count | Frequency (%) |
| -2.85 | 1 | < 0.1% |
| -1.55 | 1 | < 0.1% |
| -1.25 | 1 | < 0.1% |
| -1.15 | 1 | < 0.1% |
| -0.4 | 1 | < 0.1% |
| -0.2 | 1 | < 0.1% |
| -0.05 | 1 | < 0.1% |
| 0 | 1480 | |
| 0.15 | 1 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 30.65 | 1 | |
| 30.35 | 1 | |
| 29.85 | 1 | |
| 29.8 | 1 | |
| 29.35 | 1 | |
| 29.2 | 1 | |
| 29.15 | 1 | |
| 29.1 | 1 | |
| 29.05 | 1 | |
| 28.8 | 1 |
| Distinct | 590 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.61495943 |
|---|---|
| Minimum | -3.3 |
| Maximum | 30.35 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -3.3 |
|---|---|
| 5-th percentile | 4.65 |
| Q1 | 9.85 |
| median | 15.425 |
| Q3 | 21.6 |
| 95-th percentile | 26.6 |
| Maximum | 30.35 |
| Range | 33.65 |
| Interquartile range (IQR) | 11.75 |
Descriptive statistics
| Standard deviation | 7.060147631 |
|---|---|
| Coefficient of variation (CV) | 0.4521399919 |
| Kurtosis | -1.023745534 |
| Mean | 15.61495943 |
| Median Absolute Deviation (MAD) | 5.825 |
| Skewness | -0.02243118529 |
| Sum | 76981.75 |
| Variance | 49.84568457 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.9 | 21 | 0.4% |
| 25.15 | 21 | 0.4% |
| 13.95 | 20 | 0.4% |
| 9.75 | 19 | 0.4% |
| 10.2 | 19 | 0.4% |
| 20 | 18 | 0.4% |
| 9.55 | 18 | 0.4% |
| 13.55 | 18 | 0.4% |
| 18.05 | 18 | 0.4% |
| 22.45 | 17 | 0.3% |
| Other values (580) | 4741 |
| Value | Count | Frequency (%) |
| -3.3 | 1 | |
| -3.15 | 1 | |
| -2.85 | 1 | |
| -1.5 | 1 | |
| -1.15 | 1 | |
| -1 | 1 | |
| -0.75 | 1 | |
| -0.15 | 1 | |
| -0.1 | 2 | |
| 0 | 1 |
| Value | Count | Frequency (%) |
| 30.35 | 1 | < 0.1% |
| 29.95 | 1 | < 0.1% |
| 29.9 | 1 | < 0.1% |
| 29.8 | 1 | < 0.1% |
| 29.75 | 1 | < 0.1% |
| 29.7 | 2 | |
| 29.6 | 1 | < 0.1% |
| 29.55 | 2 | |
| 29.5 | 1 | < 0.1% |
| 29.45 | 4 |
Volume_POL
Real number (ℝ)
| Distinct | 324 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8897.597653 |
|---|---|
| Minimum | -12789.64516 |
| Maximum | -4114.6704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -12789.64516 |
|---|---|
| 5-th percentile | -11776.73333 |
| Q1 | -10500 |
| median | -9214.781184 |
| Q3 | -6975.903226 |
| 95-th percentile | -5421.6 |
| Maximum | -4114.6704 |
| Range | 8674.97476 |
| Interquartile range (IQR) | 3524.096774 |
Descriptive statistics
| Standard deviation | 2036.525212 |
|---|---|
| Coefficient of variation (CV) | -0.2288848396 |
| Kurtosis | -1.034526046 |
| Mean | -8897.597653 |
| Median Absolute Deviation (MAD) | 1641.885486 |
| Skewness | 0.2914432421 |
| Sum | -43865156.43 |
| Variance | 4147434.938 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -12087.11329 | 27 | 0.5% |
| -10943.424 | 27 | 0.5% |
| -7141.824 | 27 | 0.5% |
| -12097.78994 | 27 | 0.5% |
| -4663.008 | 27 | 0.5% |
| -8309.416129 | 27 | 0.5% |
| -9693.216 | 27 | 0.5% |
| -11492.67742 | 27 | 0.5% |
| -9858.872016 | 27 | 0.5% |
| -8901.912096 | 27 | 0.5% |
| Other values (314) | 4660 |
| Value | Count | Frequency (%) |
| -12789.64516 | 26 | |
| -12420.37058 | 26 | |
| -12334.38293 | 26 | |
| -12150.1629 | 5 | 0.1% |
| -12097.78994 | 27 | |
| -12087.11329 | 27 | |
| -11949.3 | 26 | |
| -11906.66667 | 25 | |
| -11877.41935 | 27 | |
| -11799.35205 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| -4114.6704 | 5 | 0.1% |
| -4331.232 | 25 | |
| -4429.8576 | 4 | 0.1% |
| -4663.008 | 27 | |
| -4947.7824 | 4 | 0.1% |
| -4958.992653 | 4 | 0.1% |
| -4971.829658 | 5 | 0.1% |
| -5087.85371 | 4 | 0.1% |
| -5129.1792 | 4 | 0.1% |
| -5150.52 | 4 | 0.1% |
Volume_CC1
Real number (ℝ)
| Distinct | 312 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16148.61172 |
|---|---|
| Minimum | -18601.92 |
| Maximum | -7149.791935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -18601.92 |
|---|---|
| 5-th percentile | -17794.08 |
| Q1 | -16924.896 |
| median | -16373.664 |
| Q3 | -15759.6192 |
| 95-th percentile | -14673.30215 |
| Maximum | -7149.791935 |
| Range | 11452.12806 |
| Interquartile range (IQR) | 1165.2768 |
Descriptive statistics
| Standard deviation | 1515.094922 |
|---|---|
| Coefficient of variation (CV) | -0.09382199217 |
| Kurtosis | 13.43544369 |
| Mean | -16148.61172 |
| Median Absolute Deviation (MAD) | 593.568 |
| Skewness | 3.076148636 |
| Sum | -79612655.77 |
| Variance | 2295512.623 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -16675.2 | 54 | 1.1% |
| -16647.552 | 53 | 1.1% |
| -17794.08 | 53 | 1.1% |
| -15837.12 | 52 | 1.1% |
| -15958.08 | 52 | 1.1% |
| -17193.6 | 51 | 1.0% |
| -15365.70234 | 27 | 0.5% |
| -16224.18581 | 27 | 0.5% |
| -16044.48 | 27 | 0.5% |
| -16674.336 | 27 | 0.5% |
| Other values (302) | 4507 |
| Value | Count | Frequency (%) |
| -18601.92 | 27 | |
| -18272.736 | 26 | |
| -18234.72 | 27 | |
| -18046.368 | 26 | |
| -18017.856 | 24 | |
| -17982.432 | 27 | |
| -17880.48 | 26 | |
| -17843.328 | 26 | |
| -17801.856 | 26 | |
| -17794.08 | 53 |
| Value | Count | Frequency (%) |
| -7149.791935 | 5 | 0.1% |
| -7455.505 | 4 | 0.1% |
| -7526.096774 | 26 | |
| -7847.9 | 26 | |
| -9384.543333 | 4 | 0.1% |
| -9878.466667 | 26 | |
| -10770.21552 | 4 | 0.1% |
| -10865.42581 | 5 | 0.1% |
| -11045.22097 | 4 | 0.1% |
| -11337.06897 | 25 |
Volume_CC2
Real number (ℝ)
| Distinct | 318 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11661.73345 |
|---|---|
| Minimum | -14438.304 |
| Maximum | -5569.298387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -14438.304 |
|---|---|
| 5-th percentile | -13558.752 |
| Q1 | -12723.264 |
| median | -11889.09626 |
| Q3 | -10885.536 |
| 95-th percentile | -9208.5552 |
| Maximum | -5569.298387 |
| Range | 8869.005613 |
| Interquartile range (IQR) | 1837.728 |
Descriptive statistics
| Standard deviation | 1473.281661 |
|---|---|
| Coefficient of variation (CV) | -0.1263347055 |
| Kurtosis | 3.117780805 |
| Mean | -11661.73345 |
| Median Absolute Deviation (MAD) | 888.59974 |
| Skewness | 1.345374444 |
| Sum | -57492345.91 |
| Variance | 2170558.854 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -11509.344 | 53 | 1.1% |
| -12044.16 | 52 | 1.1% |
| -12341.376 | 52 | 1.1% |
| -11443.68 | 27 | 0.5% |
| -12579.84 | 27 | 0.5% |
| -11458.34374 | 27 | 0.5% |
| -12370.752 | 27 | 0.5% |
| -12208.32 | 27 | 0.5% |
| -11241.38323 | 27 | 0.5% |
| -9685.44 | 27 | 0.5% |
| Other values (308) | 4584 |
| Value | Count | Frequency (%) |
| -14438.304 | 27 | |
| -14208.48 | 26 | |
| -14103.936 | 26 | |
| -13875.84 | 26 | |
| -13716.3888 | 4 | 0.1% |
| -13716 | 27 | |
| -13668.48 | 26 | |
| -13655.52 | 26 | |
| -13633.92 | 27 | |
| -13564.8 | 27 |
| Value | Count | Frequency (%) |
| -5569.298387 | 5 | 0.1% |
| -5732.234483 | 4 | 0.1% |
| -5767.633871 | 4 | 0.1% |
| -5862.419355 | 26 | |
| -6033.931034 | 25 | |
| -6071.193548 | 27 | |
| -6700.474383 | 4 | 0.1% |
| -7053.13093 | 26 | |
| -7293.395161 | 5 | 0.1% |
| -7677.258065 | 26 |
| Distinct | 157 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2700.913452 |
|---|---|
| Minimum | -7757.258065 |
| Maximum | 0 |
| Zeros | 2557 |
| Zeros (%) | 51.9% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -7757.258065 |
|---|---|
| 5-th percentile | -6808.766667 |
| Q1 | -5686.321429 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 7757.258065 |
| Interquartile range (IQR) | 5686.321429 |
Descriptive statistics
| Standard deviation | 2900.304217 |
|---|---|
| Coefficient of variation (CV) | -1.073823456 |
| Kurtosis | -1.752594609 |
| Mean | -2700.913452 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.2499111933 |
| Sum | -13315503.32 |
| Variance | 8411764.553 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2557 | |
| -6197.83871 | 27 | 0.5% |
| -6378.967742 | 27 | 0.5% |
| -4835.677419 | 27 | 0.5% |
| -5911 | 27 | 0.5% |
| -6235.290323 | 27 | 0.5% |
| -6786.16129 | 27 | 0.5% |
| -4670.903226 | 27 | 0.5% |
| -6012 | 27 | 0.5% |
| -5106.064516 | 27 | 0.5% |
| Other values (147) | 2130 |
| Value | Count | Frequency (%) |
| -7757.258065 | 26 | |
| -7748.580645 | 27 | |
| -7508.516129 | 27 | |
| -7369.395161 | 5 | 0.1% |
| -7361.151613 | 4 | 0.1% |
| -7349.096774 | 26 | |
| -7280 | 27 | |
| -7217.129032 | 27 | |
| -7133.090323 | 4 | 0.1% |
| -6981.641935 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2557 | |
| -2425.41129 | 4 | 0.1% |
| -2461.925 | 4 | 0.1% |
| -2553.064516 | 27 | 0.5% |
| -2591.5 | 26 | 0.5% |
| -2932.159677 | 5 | 0.1% |
| -3086.483871 | 26 | 0.5% |
| -3153.606897 | 4 | 0.1% |
| -3319.586207 | 25 | 0.5% |
| -3630.440323 | 5 | 0.1% |
| Distinct | 157 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2279.814745 |
|---|---|
| Minimum | -9497.774194 |
| Maximum | 0 |
| Zeros | 2557 |
| Zeros (%) | 51.9% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -9497.774194 |
|---|---|
| 5-th percentile | -6016.645161 |
| Q1 | -4440.354839 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 9497.774194 |
| Interquartile range (IQR) | 4440.354839 |
Descriptive statistics
| Standard deviation | 2589.094282 |
|---|---|
| Coefficient of variation (CV) | -1.135659943 |
| Kurtosis | -0.6792634794 |
| Mean | -2279.814745 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6331128141 |
| Sum | -11239486.69 |
| Variance | 6703409.201 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2557 | |
| -4449.612903 | 27 | 0.5% |
| -3561.193548 | 27 | 0.5% |
| -5011.677419 | 27 | 0.5% |
| -4375.612903 | 27 | 0.5% |
| -4255.677419 | 27 | 0.5% |
| -4435.322581 | 27 | 0.5% |
| -3224.354839 | 27 | 0.5% |
| -3680.83871 | 27 | 0.5% |
| -7433.16129 | 27 | 0.5% |
| Other values (147) | 2130 |
| Value | Count | Frequency (%) |
| -9497.774194 | 27 | |
| -9478.333333 | 26 | |
| -9179.16129 | 26 | |
| -9022.885484 | 4 | 0.1% |
| -9004.416667 | 4 | 0.1% |
| -8772.870968 | 26 | |
| -8720.203226 | 5 | 0.1% |
| -8334.227419 | 5 | 0.1% |
| -7956.8 | 26 | |
| -7857.206897 | 25 |
| Value | Count | Frequency (%) |
| 0 | 2557 | |
| -318.433871 | 5 | 0.1% |
| -335.1935484 | 26 | 0.5% |
| -2573.645 | 4 | 0.1% |
| -2709.1 | 26 | 0.5% |
| -2777.585484 | 5 | 0.1% |
| -2821.285484 | 5 | 0.1% |
| -2870.615 | 4 | 0.1% |
| -2923.774194 | 26 | 0.5% |
| -2969.774194 | 26 | 0.5% |
| Distinct | 143 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 91 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2976937384 |
|---|---|
| Minimum | 0 |
| Maximum | 2.17 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.14 |
| median | 0.23 |
| Q3 | 0.38 |
| 95-th percentile | 0.72 |
| Maximum | 2.17 |
| Range | 2.17 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.2235383196 |
|---|---|
| Coefficient of variation (CV) | 0.7509003073 |
| Kurtosis | 6.987666579 |
| Mean | 0.2976937384 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | 2.124553056 |
| Sum | 1440.54 |
| Variance | 0.04996938035 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.18 | 211 | 4.3% |
| 0.14 | 180 | 3.7% |
| 0.09 | 174 | 3.5% |
| 0.1 | 167 | 3.4% |
| 0.12 | 165 | 3.3% |
| 0.11 | 162 | 3.3% |
| 0.08 | 154 | 3.1% |
| 0.19 | 152 | 3.1% |
| 0.16 | 151 | 3.1% |
| 0.17 | 141 | 2.9% |
| Other values (133) | 3182 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.05 | 14 | 0.3% |
| 0.06 | 33 | 0.7% |
| 0.07 | 75 | |
| 0.08 | 154 | |
| 0.09 | 174 | |
| 0.1 | 167 | |
| 0.11 | 162 | |
| 0.12 | 165 | |
| 0.13 | 130 |
| Value | Count | Frequency (%) |
| 2.17 | 1 | |
| 1.87 | 1 | |
| 1.79 | 1 | |
| 1.73 | 2 | |
| 1.67 | 1 | |
| 1.63 | 1 | |
| 1.58 | 2 | |
| 1.57 | 1 | |
| 1.56 | 1 | |
| 1.53 | 1 |
| Distinct | 278 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 1016 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6720797138 |
|---|---|
| Minimum | -1.19 |
| Maximum | 3.69 |
| Zeros | 28 |
| Zeros (%) | 0.6% |
| Memory size | 38.6 KiB |
Quantile statistics
| Minimum | -1.19 |
|---|---|
| 5-th percentile | -1.1 |
| Q1 | -1.05 |
| median | -0.97 |
| Q3 | -0.5625 |
| 95-th percentile | 0.5 |
| Maximum | 3.69 |
| Range | 4.88 |
| Interquartile range (IQR) | 0.4875 |
Descriptive statistics
| Standard deviation | 0.6288803837 |
|---|---|
| Coefficient of variation (CV) | -0.9357229071 |
| Kurtosis | 5.689182129 |
| Mean | -0.6720797138 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.157068906 |
| Sum | -2630.52 |
| Variance | 0.395490537 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.07 | 166 | 3.4% |
| -1.06 | 165 | 3.3% |
| -1.01 | 157 | 3.2% |
| -1.05 | 157 | 3.2% |
| -1 | 145 | 2.9% |
| -1.08 | 132 | 2.7% |
| -0.99 | 128 | 2.6% |
| -1.04 | 124 | 2.5% |
| -1.03 | 124 | 2.5% |
| -1.09 | 122 | 2.5% |
| Other values (268) | 2494 | |
| (Missing) | 1016 |
| Value | Count | Frequency (%) |
| -1.19 | 7 | 0.1% |
| -1.18 | 9 | 0.2% |
| -1.17 | 22 | 0.4% |
| -1.16 | 24 | 0.5% |
| -1.15 | 22 | 0.4% |
| -1.14 | 21 | 0.4% |
| -1.13 | 19 | 0.4% |
| -1.12 | 30 | |
| -1.11 | 40 | |
| -1.1 | 65 |
| Value | Count | Frequency (%) |
| 3.69 | 1 | |
| 3.39 | 1 | |
| 3.36 | 1 | |
| 3.26 | 1 | |
| 3.24 | 1 | |
| 2.96 | 1 | |
| 2.84 | 1 | |
| 2.69 | 1 | |
| 2.58 | 1 | |
| 2.51 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Date | Rainfall_Gallicano | Rainfall_Pontetetto | Rainfall_Monte_Serra | Rainfall_Orentano | Rainfall_Borgo_a_Mozzano | Rainfall_Piaggione | Rainfall_Calavorno | Rainfall_Croce_Arcana | Rainfall_Tereglio_Coreglia_Antelminelli | Rainfall_Fabbriche_di_Vallico | Depth_to_Groundwater_LT2 | Depth_to_Groundwater_SAL | Depth_to_Groundwater_PAG | Depth_to_Groundwater_CoS | Depth_to_Groundwater_DIEC | Temperature_Orentano | Temperature_Monte_Serra | Temperature_Ponte_a_Moriano | Temperature_Lucca_Orto_Botanico | Volume_POL | Volume_CC1 | Volume_CC2 | Volume_CSA | Volume_CSAL | Hydrometry_Monte_S_Quirico | Hydrometry_Piaggione | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3224 | 01/01/2007 | 4.0 | 8.4 | 25.6 | 9.6 | 6.0 | 10.6 | 4.2 | 1.8 | 21.6 | 5.2 | -15.08 | NaN | NaN | -6.23 | NaN | 13.85 | 0.0 | 0.0 | 13.15 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.24 | NaN |
| 1 | 3225 | 02/01/2007 | 28.6 | 12.0 | 0.2 | 6.6 | 32.8 | 39.4 | 34.4 | 8.8 | 9.0 | 38.8 | -14.97 | NaN | NaN | -6.10 | NaN | 12.85 | 0.0 | 0.0 | 9.70 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.48 | NaN |
| 2 | 3226 | 03/01/2007 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | -15.05 | NaN | NaN | -6.16 | NaN | 6.40 | 0.0 | 0.0 | 6.00 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.40 | NaN |
| 3 | 3227 | 04/01/2007 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.8 | 0.0 | -15.02 | NaN | NaN | -6.11 | NaN | 5.80 | 0.0 | 0.0 | 3.10 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.36 | NaN |
| 4 | 3228 | 05/01/2007 | 7.6 | 0.0 | 0.0 | 0.0 | 5.4 | 2.2 | 5.8 | 0.0 | 0.0 | 7.0 | -15.00 | NaN | NaN | -6.06 | NaN | 3.85 | 0.0 | 0.0 | 8.05 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.33 | NaN |
| 5 | 3229 | 06/01/2007 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | -15.05 | NaN | NaN | -6.08 | NaN | 6.70 | 0.0 | 0.0 | 6.20 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.32 | NaN |
| 6 | 3230 | 07/01/2007 | 0.6 | 2.0 | 15.6 | 0.6 | 0.2 | 0.2 | 0.4 | 0.4 | 3.6 | 1.2 | -15.03 | NaN | NaN | -6.05 | NaN | 6.70 | 0.0 | 0.0 | 7.80 | -10918.04355 | -16391.376 | -12091.48477 | 0.0 | 0.0 | 0.27 | NaN |
| 7 | 3231 | 08/01/2007 | 24.4 | 17.2 | 24.8 | 14.0 | 24.6 | 14.6 | 32.8 | 5.2 | 38.4 | 38.4 | -14.98 | NaN | NaN | -5.98 | NaN | 9.10 | 0.0 | 0.0 | 12.25 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.44 | 0.65 |
| 8 | 3232 | 09/01/2007 | 17.0 | 17.2 | 8.2 | 9.0 | 5.8 | 5.6 | 26.6 | 2.0 | 0.2 | 31.8 | -15.01 | NaN | NaN | -5.97 | NaN | 12.40 | 0.0 | 0.0 | 11.60 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.64 | 1.28 |
| 9 | 3233 | 10/01/2007 | 0.0 | 0.2 | 0.2 | 0.2 | 0.0 | 0.0 | 0.2 | 0.0 | 0.0 | 0.0 | -15.04 | NaN | NaN | -5.95 | NaN | 9.40 | 0.0 | 0.0 | 8.95 | -11492.67742 | -17254.080 | -12727.87871 | 0.0 | 0.0 | 0.50 | 0.64 |
Last rows
| df_index | Date | Rainfall_Gallicano | Rainfall_Pontetetto | Rainfall_Monte_Serra | Rainfall_Orentano | Rainfall_Borgo_a_Mozzano | Rainfall_Piaggione | Rainfall_Calavorno | Rainfall_Croce_Arcana | Rainfall_Tereglio_Coreglia_Antelminelli | Rainfall_Fabbriche_di_Vallico | Depth_to_Groundwater_LT2 | Depth_to_Groundwater_SAL | Depth_to_Groundwater_PAG | Depth_to_Groundwater_CoS | Depth_to_Groundwater_DIEC | Temperature_Orentano | Temperature_Monte_Serra | Temperature_Ponte_a_Moriano | Temperature_Lucca_Orto_Botanico | Volume_POL | Volume_CC1 | Volume_CC2 | Volume_CSA | Volume_CSAL | Hydrometry_Monte_S_Quirico | Hydrometry_Piaggione | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4920 | 8144 | 21/06/2020 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.31 | -5.38 | -1.78 | -5.39 | -3.78 | 21.35 | 18.35 | 0.0 | 22.40 | -6829.936207 | -7455.505 | -8724.261667 | -5809.63 | -3000.1 | 0.32 | -1.01 |
| 4921 | 8145 | 22/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.33 | -5.43 | -1.85 | -5.39 | -3.79 | 23.15 | 20.75 | 0.0 | 23.05 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.31 | -1.02 |
| 4922 | 8146 | 23/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.34 | -5.35 | -1.92 | -5.44 | -3.81 | 23.30 | 21.55 | 0.0 | 24.30 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.27 | -1.03 |
| 4923 | 8147 | 24/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.35 | -5.46 | -1.97 | -5.51 | -3.82 | 24.30 | 21.65 | 0.0 | 25.00 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.25 | -1.04 |
| 4924 | 8148 | 25/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.35 | -5.57 | -2.03 | -5.59 | -3.82 | 23.05 | 20.25 | 0.0 | 24.20 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.21 | -1.05 |
| 4925 | 8149 | 26/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.36 | 0.00 | -2.04 | 0.00 | -3.83 | 23.20 | 20.75 | 0.0 | 23.75 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.20 | -1.03 |
| 4926 | 8150 | 27/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.36 | -5.50 | -2.10 | -5.71 | -3.84 | 23.60 | 21.35 | 0.0 | 24.30 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.21 | -1.03 |
| 4927 | 8151 | 28/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.37 | -5.49 | -2.14 | -5.73 | -3.84 | 24.00 | 21.75 | 0.0 | 24.55 | -6829.936207 | -7455.505 | -8724.261667 | -5809.63 | -3000.1 | 0.23 | -1.03 |
| 4928 | 8152 | 29/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.36 | -5.50 | -2.15 | -5.73 | -3.84 | 22.40 | 18.90 | 0.0 | 23.60 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.23 | -1.02 |
| 4929 | 8153 | 30/06/2020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -12.38 | -5.56 | -2.17 | -5.76 | -3.85 | 23.95 | 19.90 | 0.0 | 25.05 | -7189.406533 | -7847.900 | -9183.433333 | -6115.40 | -3158.0 | 0.21 | -1.05 |